Immunological network analysis in HPV associated head and neck squamous cancer and implications for disease prognosis

被引:67
作者
Chen, Xiaohang [1 ]
Yan, Bingqing [1 ]
Lou, Huihuang [1 ]
Shen, Zhenji [1 ]
Tong, Fangjia [1 ]
Zhai, Aixia [1 ,2 ]
Wei, Lanlan [1 ,2 ]
Zhang, Fengmin [1 ,2 ]
机构
[1] Harbin Med Univ, Dept Microbiol, 157 Baojian Rd, Harbin 150081, Heilongjiang, Peoples R China
[2] Harbin Med Univ, Wu Lien Teh Inst, 157 Baojian Rd, Harbin 150081, Heilongjiang, Peoples R China
关键词
HPV; Head and neck cancer; Bioinformatics; Immunological network; HUMAN-PAPILLOMAVIRUS; CELL CARCINOMA; TUMOR; MICROENVIRONMENT; INFILTRATION; TISSUE;
D O I
10.1016/j.molimm.2018.02.005
中图分类号
Q5 [生物化学]; Q7 [分子生物学];
学科分类号
071010 ; 081704 ;
摘要
Human papillomavirus-positive (HPV +) head and neck squamous cell cancer (HNSCC) exhibits a better prognosis than HPV-negative (HPV -) HNSCC. This difference may in part be due to enhanced immune activation in the HPV + HNSCC tumor microenvironment. To characterize differences in immune activation between HPV + and HPV - HNSCC tumors, we identified and annotated differentially expressed genes based upon mRNA expression data from The Cancer Genome Atlas (TCGA). Immune network between immune cells and cytokines was constructed by using single sample Gene Set Enrichment Analysis and conditional mutual information. Multivariate Cox regression analysis was used to determine the prognostic value of immune microenvironment characterization. A total of 1673 differentially expressed genes were functionally annotated. We found that genes upregulated in HPV + HNSCC are enriched in immune-associated processes. And the up-regulated gene sets were validated by Gene Set Enrichment Analysis. The microenvironment of HPV + HNSCC exhibited greater numbers of infiltrating B and T cells and fewer neutrophils than HPV - HNSCC. These findings were validated by two independent datasets in the Gene Expression Omnibus (GEO) database. Further analyses of T cell subtypes revealed that cytotoxic T cell subtypes predominated in HPV + HNSCC. In addition, the ratio of M1/M2 macrophages was much higher in HPV + HNSCC. The infiltration of these immune cells was correlated with differentially expressed cytokine-associated genes. Enhanced infiltration of B cells and CD8 + T cells were identified as independent protective factors, while high neutrophil infiltration was a risk enhancing factor for HPV + HNSCC patients. A schematic model of immunological network was established for HPV + HNSCC to summarize our findings.
引用
收藏
页码:28 / 36
页数:9
相关论文
共 25 条
[1]   Repeated observation of immune gene sets enrichment in women with non-small cell lung cancer [J].
Araujo, Jhajaira M. ;
Prado, Alexandra ;
Cardenas, Nadezhda K. ;
Zaharia, Mayer ;
Dyer, Richard ;
Doimi, Franco ;
Bravo, Leny ;
Pinillos, Luis ;
Morante, Zaida ;
Aguilar, Alfredo ;
Mas, Luis A. ;
Gomez, Henry L. ;
Vallejos, Carlos S. ;
Rolfo, Christian ;
Pinto, Joseph A. .
ONCOTARGET, 2016, 7 (15) :20282-20292
[2]   Systematic RNA interference reveals that oncogenic KRAS-driven cancers require TBK1 [J].
Barbie, David A. ;
Tamayo, Pablo ;
Boehm, Jesse S. ;
Kim, So Young ;
Moody, Susan E. ;
Dunn, Ian F. ;
Schinzel, Anna C. ;
Sandy, Peter ;
Meylan, Etienne ;
Scholl, Claudia ;
Froehling, Stefan ;
Chan, Edmond M. ;
Sos, Martin L. ;
Michel, Kathrin ;
Mermel, Craig ;
Silver, Serena J. ;
Weir, Barbara A. ;
Reiling, Jan H. ;
Sheng, Qing ;
Gupta, Piyush B. ;
Wadlow, Raymond C. ;
Le, Hanh ;
Hoersch, Sebastian ;
Wittner, Ben S. ;
Ramaswamy, Sridhar ;
Livingston, David M. ;
Sabatini, David M. ;
Meyerson, Matthew ;
Thomas, Roman K. ;
Lander, Eric S. ;
Mesirov, Jill P. ;
Root, David E. ;
Gilliland, D. Gary ;
Jacks, Tyler ;
Hahn, William C. .
NATURE, 2009, 462 (7269) :108-U122
[3]   Tumour, Oxidative Stress and Host T Cell Response: Cementing the Dominance [J].
Bhattacharyya, S. ;
Saha, J. .
SCANDINAVIAN JOURNAL OF IMMUNOLOGY, 2015, 82 (06) :477-488
[4]   Spatiotemporal Dynamics of Intratumoral Immune Cells Reveal the Immune Landscape in Human Cancer [J].
Bindea, Gabriela ;
Mlecnik, Bernhard ;
Tosolini, Marie ;
Kirilovsky, Amos ;
Waldner, Maximilian ;
Obenauf, Anna C. ;
Angell, Helen ;
Fredriksen, Tessa ;
Lafontaine, Lucie ;
Berger, Anne ;
Bruneval, Patrick ;
Fridman, Wolf Herman ;
Becker, Christoph ;
Pages, Franck ;
Speicher, Michael R. ;
Trajanoski, Zlatko ;
Galon, Jerome .
IMMUNITY, 2013, 39 (04) :782-795
[5]   Occurrence of Tertiary Lymphoid Tissue Is Associated with T-Cell Infiltration and Predicts Better Prognosis in Early-Stage Colorectal Cancers [J].
Di Caro, Giuseppe ;
Bergomas, Francesca ;
Grizzi, Fabio ;
Doni, Andrea ;
Bianchi, Paolo ;
Malesci, Alberto ;
Laghi, Luigi ;
Allavena, Paola ;
Mantovani, Alberto ;
Marchesi, Federica .
CLINICAL CANCER RESEARCH, 2014, 20 (08) :2147-2158
[6]   Head and Neck Cancer Stem Cells: From Identification to Tumor Immune Network [J].
Dionne, L. K. ;
Driver, E. R. ;
Wang, X. J. .
JOURNAL OF DENTAL RESEARCH, 2015, 94 (11) :1524-1531
[7]  
Elrefaey S, 2014, ACTA OTORHINOLARYNGO, V34, P299
[8]   Discrimination of 'Driver' and 'Passenger' HPV in Tonsillar Carcinomas by the Polymerase Chain Reaction, Chromogenic In Situ Hybridization, and p16 INK4a Immunohistochemistry [J].
Evans M.F. ;
Matthews A. ;
Kandil D. ;
Adamson C.S.-C. ;
Trotman W.E. ;
Cooper K. .
Head and Neck Pathology, 2011, 5 (4) :344-348
[9]   The Evolution of T-cell Therapies for Solid Malignancies [J].
Fousek, Kristen ;
Ahmed, Nabil .
CLINICAL CANCER RESEARCH, 2015, 21 (15) :3384-3392
[10]   The immune contexture in human tumours: impact on clinical outcome [J].
Fridman, Wolf Herman ;
Pages, Franck ;
Sautes-Fridman, Catherine ;
Galon, Jerome .
NATURE REVIEWS CANCER, 2012, 12 (04) :298-306